Pandas Profiling Report

Dataset statistics

Number of variables	25
Number of observations	2351
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	65
Duplicate rows (%)	2.8%
Total size in memory	450.1 KiB
Average record size in memory	196.1 B

Variable types

Numeric	24
Categorical	1

Alerts

Dataset has 65 (2.8%) duplicate rows

Duplicates

Reproduction

Analysis started	2024-04-23 18:20:44.366405
Analysis finished	2024-04-23 18:22:42.345020
Duration	1 minute and 57.98 seconds
Software version	ydata-profiling vv4.7.0
Download configuration	config.json

Glucose
Real number (ℝ)

Distinct	65
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.36282773

Minimum	0.010993928
Maximum	0.96846021
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.5 KiB

Quantile statistics

Minimum	0.010993928
5-th percentile	0.023959244
Q1	0.12919779
median	0.35172218
Q3	0.58227775
95-th percentile	0.79876823
Maximum	0.96846021
Range	0.95746628
Interquartile range (IQR)	0.45307996

Descriptive statistics

Standard deviation	0.25188913
Coefficient of variation (CV)	0.69423891
Kurtosis	-0.86864808
Mean	0.36282773
Median Absolute Deviation (MAD)	0.22993587
Skewness	0.41454589
Sum	853.008
Variance	0.063448133
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.099702427	51	2.2%
0.596150211	49	2.1%
0.400326055	47	2.0%
0.590548013	47	2.0%
0.452539049	46	2.0%
0.789111476	46	2.0%
0.565793898	45	1.9%
0.107165104	45	1.9%
0.407101302	45	1.9%
0.353734421	45	1.9%
Other values (55)	1885	80.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.010993928	32	1.4%
0.012956009	23	1.0%
0.016513557	39	1.7%
0.023959244	37	1.6%
0.024836824	35	1.5%
0.032725534	35	1.5%
0.042562629	39	1.7%
0.080779183	34	1.4%
0.086810463	29	1.2%
0.099702427	51	2.2%

Value	Count	Frequency (%)
0.968460209	32	1.4%
0.898222307	31	1.3%
0.799281855	36	1.5%
0.798768229	34	1.4%
0.789111476	46	2.0%
0.739596713	32	1.4%
0.731785738	32	1.4%
0.729868117	38	1.6%
0.722427843	34	1.4%
0.693767333	30	1.3%

Cholesterol
Real number (ℝ)

Distinct	65
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.39364812

Minimum	0.012139386
Maximum	0.90502642
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.5 KiB

Quantile statistics

Minimum	0.012139386
5-th percentile	0.023058437
Q1	0.19581774
median	0.3970826
Q3	0.58217786
95-th percentile	0.80921489
Maximum	0.90502642
Range	0.89288704
Interquartile range (IQR)	0.38636012

Descriptive statistics

Standard deviation	0.23944945
Coefficient of variation (CV)	0.60828297
Kurtosis	-0.90497756
Mean	0.39364812
Median Absolute Deviation (MAD)	0.1879594
Skewness	0.25540058
Sum	925.46673
Variance	0.057336037
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.499443195	51	2.2%
0.294838787	49	2.1%
0.195817742	47	2.0%
0.838304924	47	2.0%
0.116134939	46	2.0%
0.607399968	46	2.0%
0.710185349	45	1.9%
0.603340566	45	1.9%
0.124737524	45	1.9%
0.75775684	45	1.9%
Other values (55)	1885	80.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.012139386	35	1.5%
0.014278246	33	1.4%
0.015605359	30	1.3%
0.023058437	30	1.3%
0.053596268	35	1.5%
0.055289859	39	1.7%
0.061131626	45	1.9%
0.089600192	38	1.6%
0.114632506	25	1.1%
0.116134939	46	2.0%

Value	Count	Frequency (%)
0.905026423	38	1.6%
0.838304924	47	2.0%
0.809214887	39	1.7%
0.783918029	36	1.5%
0.770951232	34	1.4%
0.75775684	45	1.9%
0.75221994	39	1.7%
0.730685846	30	1.3%
0.718821204	34	1.4%
0.710185349	45	1.9%

Hemoglobin
Real number (ℝ)

Distinct	65
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.58618954

Minimum	0.003021347
Maximum	0.98330579
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.5 KiB

Quantile statistics

Minimum	0.003021347
5-th percentile	0.097309747
Q1	0.34609165
median	0.60983599
Q3	0.79121548
95-th percentile	0.97177939
Maximum	0.98330579
Range	0.98028444
Interquartile range (IQR)	0.44512382

Descriptive statistics

Standard deviation	0.27149799
Coefficient of variation (CV)	0.46315735
Kurtosis	-0.89713549
Mean	0.58618954
Median Absolute Deviation (MAD)	0.18987939
Skewness	-0.3947765
Sum	1378.1316
Variance	0.07371116
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.242044877	51	2.2%
0.261009735	49	2.1%
0.743528741	47	2.0%
0.982230538	47	2.0%
0.544559881	46	2.0%
0.880837727	46	2.0%
0.661881876	45	1.9%
0.791215479	45	1.9%
0.983305786	45	1.9%
0.75500652	45	1.9%
Other values (55)	1885	80.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.003021347	34	1.4%
0.027259168	38	1.6%
0.077617984	35	1.5%
0.097309747	32	1.4%
0.102632629	35	1.5%
0.175106018	33	1.4%
0.190485103	39	1.7%
0.201432809	37	1.6%
0.242044877	51	2.2%
0.261009735	49	2.1%

Value	Count	Frequency (%)
0.983305786	45	1.9%
0.982230538	47	2.0%
0.971779389	39	1.7%
0.96496279	33	1.4%
0.956986039	32	1.4%
0.94489324	30	1.3%
0.933306503	31	1.3%
0.898615167	33	1.4%
0.888311664	45	1.9%
0.880837727	46	2.0%

Platelets
Real number (ℝ)

Distinct	65
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.50402698

Minimum	0.012593787
Maximum	0.99939313
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.5 KiB

Quantile statistics

Minimum	0.012593787
5-th percentile	0.062107463
Q1	0.20086492
median	0.53396238
Q3	0.75484106
95-th percentile	0.99118823
Maximum	0.99939313
Range	0.98679934
Interquartile range (IQR)	0.55397614

Descriptive statistics

Standard deviation	0.30334667
Coefficient of variation (CV)	0.60184609
Kurtosis	-1.2905222
Mean	0.50402698
Median Absolute Deviation (MAD)	0.31260683
Skewness	0.12481056
Sum	1184.9674
Variance	0.092019202
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.599438631	51	2.2%
0.617652055	49	2.1%
0.133745263	47	2.0%
0.312286267	47	2.0%
0.400640254	46	2.0%
0.945034496	46	2.0%
0.98768385	45	1.9%
0.178839559	45	1.9%
0.663866538	45	1.9%
0.012593787	45	1.9%
Other values (55)	1885	80.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.012593787	45	1.9%
0.042764418	34	1.4%
0.05593428	39	1.7%
0.068280646	34	1.4%
0.096309566	33	1.4%
0.127061075	32	1.4%
0.133745263	47	2.0%
0.167549756	33	1.4%
0.171059832	25	1.1%
0.171120532	38	1.6%

Value	Count	Frequency (%)
0.99939313	35	1.5%
0.996840975	36	1.5%
0.994820363	45	1.9%
0.991188228	31	1.3%
0.98768385	45	1.9%
0.954618726	29	1.2%
0.945034496	46	2.0%
0.905765737	41	1.7%
0.905372145	30	1.3%
0.894808783	32	1.4%

White Blood Cells
Real number (ℝ)

Distinct	65
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.51108618

Minimum	0.010138508
Maximum	0.9907857
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.5 KiB

Quantile statistics

Minimum	0.010138508
5-th percentile	0.065363113
Q1	0.25946711
median	0.52738135
Q3	0.74316413
95-th percentile	0.91669648
Maximum	0.9907857
Range	0.98064719
Interquartile range (IQR)	0.48369702

Descriptive statistics

Standard deviation	0.2772698
Coefficient of variation (CV)	0.54251085
Kurtosis	-1.224286
Mean	0.51108618
Median Absolute Deviation (MAD)	0.23284321
Skewness	-0.15183955
Sum	1201.5636
Variance	0.076878541
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.619330658	51	2.2%
0.129569135	49	2.1%
0.721063621	47	2.0%
0.231827388	47	2.0%
0.294538139	46	2.0%
0.527381352	46	2.0%
0.214811777	45	1.9%
0.718673729	45	1.9%
0.361112615	45	1.9%
0.227684497	45	1.9%
Other values (55)	1885	80.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.010138508	36	1.5%
0.044499032	39	1.7%
0.047182623	37	1.6%
0.065363113	36	1.5%
0.078491419	45	1.9%
0.081168137	30	1.3%
0.112105138	26	1.1%
0.129569135	49	2.1%
0.146895156	32	1.4%
0.153956186	35	1.5%

Value	Count	Frequency (%)
0.990785703	25	1.1%
0.94204687	39	1.7%
0.925519555	33	1.4%
0.91669648	40	1.7%
0.910492973	39	1.7%
0.875772664	23	1.0%
0.87198991	31	1.3%
0.859719267	33	1.4%
0.844528639	38	1.6%
0.837087142	39	1.7%

Red Blood Cells
Real number (ℝ)

Distinct	65
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.50658966

Minimum	0.044565078
Maximum	1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.5 KiB

Quantile statistics

Minimum	0.044565078
5-th percentile	0.11036762
Q1	0.26358894
median	0.46743093
Q3	0.74367014
95-th percentile	0.98118558
Maximum	1
Range	0.95543492
Interquartile range (IQR)	0.4800812

Descriptive statistics

Standard deviation	0.26656472
Coefficient of variation (CV)	0.52619455
Kurtosis	-1.0748375
Mean	0.50658966
Median Absolute Deviation (MAD)	0.20976536
Skewness	0.21862075
Sum	1190.9923
Variance	0.07105675
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.110367617	51	2.2%
0.245357932	49	2.1%
0.197551615	47	2.0%
0.232004607	47	2.0%
0.38202135	46	2.0%
0.298447005	46	2.0%
0.765705097	45	1.9%
0.825768834	45	1.9%
0.66371621	45	1.9%
0.425117458	45	1.9%
Other values (55)	1885	80.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.044565078	35	1.5%
0.046090774	33	1.4%
0.110367617	51	2.2%
0.129289726	37	1.6%
0.156493983	40	1.7%
0.166213858	30	1.3%
0.172417953	32	1.4%
0.197551615	47	2.0%
0.216573096	35	1.5%
0.21748509	33	1.4%

Value	Count	Frequency (%)
1	39	1.7%
0.992377377	25	1.1%
0.981192962	45	1.9%
0.981185577	32	1.4%
0.928918912	33	1.4%
0.904300738	36	1.5%
0.904045916	25	1.1%
0.889100094	36	1.5%
0.869273282	40	1.7%
0.829274098	41	1.7%

Hematocrit
Real number (ℝ)

Distinct	65
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.50715235

Minimum	0.011771723
Maximum	0.9775203
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.5 KiB

Quantile statistics

Minimum	0.011771723
5-th percentile	0.035437329
Q1	0.28813208
median	0.49342762
Q3	0.75365724
95-th percentile	0.91951707
Maximum	0.9775203
Range	0.96574858
Interquartile range (IQR)	0.46552515

Descriptive statistics

Standard deviation	0.28553739
Coefficient of variation (CV)	0.56302094
Kurtosis	-1.1562114
Mean	0.50715235
Median Absolute Deviation (MAD)	0.25767867
Skewness	-0.073124378
Sum	1192.3152
Variance	0.081531604
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.234203924	51	2.2%
0.035437329	49	2.1%
0.688592402	47	2.0%
0.088997253	47	2.0%
0.625266817	46	2.0%
0.10725661	46	2.0%
0.880837111	45	1.9%
0.753657237	45	1.9%
0.232515888	45	1.9%
0.387460694	45	1.9%
Other values (55)	1885	80.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.011771723	32	1.4%
0.035297342	45	1.9%
0.035437329	49	2.1%
0.047323666	41	1.7%
0.059235681	35	1.5%
0.073292739	30	1.3%
0.088997253	47	2.0%
0.10725661	46	2.0%
0.164216445	30	1.3%
0.180427639	36	1.5%

Value	Count	Frequency (%)
0.977520304	23	1.0%
0.957599094	34	1.4%
0.953789509	39	1.7%
0.919517071	32	1.4%
0.913720856	25	1.1%
0.900433732	33	1.4%
0.900010242	31	1.3%
0.894991187	39	1.7%
0.893227826	33	1.4%
0.885490809	29	1.2%

Mean Corpuscular Volume
Real number (ℝ)

Distinct	65
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.49220046

Minimum	0.046941527
Maximum	0.99526295
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.5 KiB

Quantile statistics

Minimum	0.046941527
5-th percentile	0.098744348
Q1	0.28753176
median	0.45305197
Q3	0.72229321
95-th percentile	0.98386447
Maximum	0.99526295
Range	0.94832142
Interquartile range (IQR)	0.43476145

Descriptive statistics

Standard deviation	0.27573512
Coefficient of variation (CV)	0.56020899
Kurtosis	-1.0935619
Mean	0.49220046
Median Absolute Deviation (MAD)	0.20524705
Skewness	0.2279136
Sum	1157.1633
Variance	0.076029859
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.658299025	51	2.2%
0.287531761	49	2.1%
0.821186047	47	2.0%
0.56404304	47	2.0%
0.295121717	46	2.0%
0.508335158	46	2.0%
0.099383767	45	1.9%
0.396669107	45	1.9%
0.341055598	45	1.9%
0.461417641	45	1.9%
Other values (55)	1885	80.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.046941527	40	1.7%
0.065926206	25	1.1%
0.074916678	34	1.4%
0.098744348	34	1.4%
0.099383767	45	1.9%
0.103437395	38	1.6%
0.136226673	33	1.4%
0.140164148	30	1.3%
0.150618182	38	1.6%
0.177502137	23	1.0%

Value	Count	Frequency (%)
0.995262949	38	1.6%
0.991942522	29	1.2%
0.985488237	31	1.3%
0.983864465	37	1.6%
0.959806788	32	1.4%
0.911852518	34	1.4%
0.911538184	32	1.4%
0.880020094	25	1.1%
0.865590621	35	1.5%
0.849053028	45	1.9%

Mean Corpuscular Hemoglobin
Real number (ℝ)

Distinct	65
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.48445894

Minimum	0.000553627
Maximum	0.96323477
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.5 KiB

Quantile statistics

Minimum	0.000553627
5-th percentile	0.023408112
Q1	0.20793838
median	0.42072312
Q3	0.77816026
95-th percentile	0.92117753
Maximum	0.96323477
Range	0.96268115
Interquartile range (IQR)	0.57022188

Descriptive statistics

Standard deviation	0.31561806
Coefficient of variation (CV)	0.65148566
Kurtosis	-1.5337834
Mean	0.48445894
Median Absolute Deviation (MAD)	0.30065456
Skewness	0.045223928
Sum	1138.963
Variance	0.099614757
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.571699671	51	2.2%
0.056466444	49	2.1%
0.931951375	47	2.0%
0.732185814	47	2.0%
0.868369381	46	2.0%
0.36262014	46	2.0%
0.000553627	45	1.9%
0.762667049	45	1.9%
0.8474411	45	1.9%
0.305587964	45	1.9%
Other values (55)	1885	80.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.000553627	45	1.9%
0.001327858	32	1.4%
0.020860836	32	1.4%
0.023408112	33	1.4%
0.02551391	25	1.1%
0.043986362	34	1.4%
0.056466444	49	2.1%
0.076625881	26	1.1%
0.106636706	34	1.4%
0.125447394	30	1.3%

Value	Count	Frequency (%)
0.963234773	45	1.9%
0.931951375	47	2.0%
0.921177528	38	1.6%
0.919054664	40	1.7%
0.916095949	39	1.7%
0.915391141	38	1.6%
0.906909681	39	1.7%
0.872038038	38	1.6%
0.868369381	46	2.0%
0.866319835	32	1.4%

Mean Corpuscular Hemoglobin Concentration
Real number (ℝ)

Distinct	65
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.56227336

Minimum	0.006946978
Maximum	0.97558566
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.5 KiB

Quantile statistics

Minimum	0.006946978
5-th percentile	0.035532715
Q1	0.35577395
median	0.60363459
Q3	0.74138116
95-th percentile	0.96827259
Maximum	0.97558566
Range	0.96863869
Interquartile range (IQR)	0.38560721

Descriptive statistics

Standard deviation	0.27328083
Coefficient of variation (CV)	0.48602841
Kurtosis	-0.8576206
Mean	0.56227336
Median Absolute Deviation (MAD)	0.20235289
Skewness	-0.24886286
Sum	1321.9047
Variance	0.074682412
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.364311687	51	2.2%
0.80049658	49	2.1%
0.428604386	47	2.0%
0.971942422	47	2.0%
0.026807746	46	2.0%
0.737576537	46	2.0%
0.035532715	45	1.9%
0.732670947	45	1.9%
0.309766155	45	1.9%
0.741119698	45	1.9%
Other values (55)	1885	80.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.006946978	34	1.4%
0.007903157	35	1.5%
0.026807746	46	2.0%
0.035532715	45	1.9%
0.161920442	38	1.6%
0.186531848	38	1.6%
0.20839276	41	1.7%
0.218293004	39	1.7%
0.278717402	34	1.4%
0.279218957	33	1.4%

Value	Count	Frequency (%)
0.975585663	34	1.4%
0.971942422	47	2.0%
0.968272588	38	1.6%
0.964606239	39	1.7%
0.962333754	34	1.4%
0.959010087	35	1.5%
0.943168647	32	1.4%
0.939726529	30	1.3%
0.938894677	45	1.9%
0.931498308	25	1.1%

Insulin
Real number (ℝ)

Distinct	65
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.44706245

Minimum	0.034129122
Maximum	0.96678362
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.5 KiB

Quantile statistics

Minimum	0.034129122
5-th percentile	0.078163161
Q1	0.21911112
median	0.44480601
Q3	0.65444062
95-th percentile	0.83036297
Maximum	0.96678362
Range	0.9326545
Interquartile range (IQR)	0.43532951

Descriptive statistics

Standard deviation	0.24286103
Coefficient of variation (CV)	0.54323738
Kurtosis	-1.1081144
Mean	0.44706245
Median Absolute Deviation (MAD)	0.21329246
Skewness	0.097121262
Sum	1051.0438
Variance	0.058981481
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.75317757	51	2.2%
0.583976352	49	2.1%
0.37388733	47	2.0%
0.887780655	47	2.0%
0.582170303	46	2.0%
0.219111116	46	2.0%
0.699609427	45	1.9%
0.232876513	45	1.9%
0.525229834	45	1.9%
0.654440623	45	1.9%
Other values (55)	1885	80.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.034129122	32	1.4%
0.051976022	38	1.6%
0.075612408	41	1.7%
0.078163161	33	1.4%
0.079543459	25	1.1%
0.117410225	40	1.7%
0.135627077	40	1.7%
0.150882374	26	1.1%
0.151012766	33	1.4%
0.161484587	45	1.9%

Value	Count	Frequency (%)
0.966783624	34	1.4%
0.887780655	47	2.0%
0.883907603	23	1.0%
0.830362966	34	1.4%
0.797331056	34	1.4%
0.788943958	36	1.5%
0.77289646	30	1.3%
0.75317757	51	2.2%
0.71245923	36	1.5%
0.700015339	34	1.4%

BMI
Real number (ℝ)

Distinct	65
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.43667911

Minimum	0.014595608
Maximum	0.89820995
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.5 KiB

Quantile statistics

Minimum	0.014595608
5-th percentile	0.02113235
Q1	0.24688549
median	0.44372477
Q3	0.60166233
95-th percentile	0.83927051
Maximum	0.89820995
Range	0.88361434
Interquartile range (IQR)	0.35477685

Descriptive statistics

Standard deviation	0.24286549
Coefficient of variation (CV)	0.55616466
Kurtosis	-0.96395926
Mean	0.43667911
Median Absolute Deviation (MAD)	0.1866044
Skewness	-0.084569667
Sum	1026.6326
Variance	0.058983645
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.233537137	51	2.2%
0.032616941	49	2.1%
0.559570856	47	2.0%
0.02113235	47	2.0%
0.577423252	46	2.0%
0.595449887	46	2.0%
0.375882141	45	1.9%
0.119337806	45	1.9%
0.558361596	45	1.9%
0.40392026	45	1.9%
Other values (55)	1885	80.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.014595608	32	1.4%
0.019004763	45	1.9%
0.02113235	47	2.0%
0.032616941	49	2.1%
0.06397029	39	1.7%
0.071774199	32	1.4%
0.102749001	37	1.6%
0.119337806	45	1.9%
0.141493898	40	1.7%
0.142010176	34	1.4%

Value	Count	Frequency (%)
0.89820995	33	1.4%
0.888594965	32	1.4%
0.877876389	38	1.6%
0.839270508	30	1.3%
0.789497421	32	1.4%
0.780027015	25	1.1%
0.779364006	25	1.1%
0.754884134	38	1.6%
0.749108862	38	1.6%
0.687974835	34	1.4%

Systolic Blood Pressure
Real number (ℝ)

Distinct	65
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.38121136

Minimum	0.005988262
Maximum	0.82909963
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.5 KiB

Quantile statistics

Minimum	0.005988262
5-th percentile	0.045782486
Q1	0.17995084
median	0.35906409
Q3	0.58090257
95-th percentile	0.74100856
Maximum	0.82909963
Range	0.82311137
Interquartile range (IQR)	0.40095173

Descriptive statistics

Standard deviation	0.23278487
Coefficient of variation (CV)	0.61064516
Kurtosis	-1.2636203
Mean	0.38121136
Median Absolute Deviation (MAD)	0.19664073
Skewness	0.15601553
Sum	896.22791
Variance	0.054188796
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.377237778	51	2.2%
0.555189544	49	2.1%
0.763388441	47	2.0%
0.29455224	47	2.0%
0.045782486	46	2.0%
0.448049426	46	2.0%
0.683011922	45	1.9%
0.142591405	45	1.9%
0.741008562	45	1.9%
0.143712706	45	1.9%
Other values (55)	1885	80.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.005988262	30	1.3%
0.014844612	37	1.6%
0.025864155	34	1.4%
0.045782486	46	2.0%
0.057269953	36	1.5%
0.073897375	38	1.6%
0.099127352	26	1.1%
0.102021996	23	1.0%
0.109371907	41	1.7%
0.11846101	39	1.7%

Value	Count	Frequency (%)
0.829099634	33	1.4%
0.763388441	47	2.0%
0.747593247	34	1.4%
0.741008562	45	1.9%
0.722350411	33	1.4%
0.713454327	45	1.9%
0.710743968	35	1.5%
0.708229042	38	1.6%
0.683011922	45	1.9%
0.664834571	31	1.3%

Diastolic Blood Pressure
Real number (ℝ)

Distinct	65
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.42170845

Minimum	0.005578648
Maximum	0.93461748
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.5 KiB

Quantile statistics

Minimum	0.005578648
5-th percentile	0.027660809
Q1	0.17546913
median	0.47437821
Q3	0.66338249
95-th percentile	0.75549033
Maximum	0.93461748
Range	0.92903883
Interquartile range (IQR)	0.48791337

Descriptive statistics

Standard deviation	0.24876821
Coefficient of variation (CV)	0.58990568
Kurtosis	-1.2884555
Mean	0.42170845
Median Absolute Deviation (MAD)	0.20897105
Skewness	-0.15232973
Sum	991.43657
Variance	0.061885624
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.58158699	51	2.2%
0.678200484	49	2.1%
0.755490332	47	2.0%
0.226389838	47	2.0%
0.66364249	46	2.0%
0.683349265	46	2.0%
0.600675775	45	1.9%
0.474378211	45	1.9%
0.67849991	45	1.9%
0.212858643	45	1.9%
Other values (55)	1885	80.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.005578648	39	1.7%
0.024311209	40	1.7%
0.027660809	45	1.9%
0.029655741	31	1.3%
0.043103023	39	1.7%
0.060662862	34	1.4%
0.066487751	25	1.1%
0.07145461	32	1.4%
0.107814746	34	1.4%
0.111589444	38	1.6%

Value	Count	Frequency (%)
0.934617481	36	1.5%
0.784965874	23	1.0%
0.761455163	30	1.3%
0.755490332	47	2.0%
0.728042861	33	1.4%
0.714794089	32	1.4%
0.709064035	38	1.6%
0.706076947	32	1.4%
0.700549709	38	1.6%
0.686141859	34	1.4%

Triglycerides
Real number (ℝ)

Distinct	65
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.37437286

Minimum	0.00521692
Maximum	0.97367941
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.5 KiB

Quantile statistics

Minimum	0.00521692
5-th percentile	0.012693207
Q1	0.18460428
median	0.31785663
Q3	0.57233026
95-th percentile	0.79310195
Maximum	0.97367941
Range	0.96846249
Interquartile range (IQR)	0.38772598

Descriptive statistics

Standard deviation	0.25698057
Coefficient of variation (CV)	0.68642948
Kurtosis	-0.72964226
Mean	0.37437286
Median Absolute Deviation (MAD)	0.19331168
Skewness	0.50850992
Sum	880.15059
Variance	0.066039012
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.231094411	51	2.2%
0.00521692	49	2.1%
0.317856634	47	2.0%
0.973679405	47	2.0%
0.088939901	46	2.0%
0.324000932	46	2.0%
0.202290036	45	1.9%
0.731368671	45	1.9%
0.29921266	45	1.9%
0.393262942	45	1.9%
Other values (55)	1885	80.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.00521692	49	2.1%
0.010612256	35	1.5%
0.012693207	38	1.6%
0.044067235	34	1.4%
0.060229959	35	1.5%
0.064390666	39	1.7%
0.068168845	29	1.2%
0.069965949	32	1.4%
0.088798861	31	1.3%
0.088939901	46	2.0%

Value	Count	Frequency (%)
0.973679405	47	2.0%
0.928343646	23	1.0%
0.897603741	32	1.4%
0.793101952	36	1.5%
0.774540686	34	1.4%
0.770740236	34	1.4%
0.766484041	31	1.3%
0.761350377	40	1.7%
0.748102441	23	1.0%
0.731368671	45	1.9%

HbA1c
Real number (ℝ)

Distinct	65
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.43911183

Minimum	0.01625564
Maximum	0.95021811
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.5 KiB

Quantile statistics

Minimum	0.01625564
5-th percentile	0.026747259
Q1	0.18875007
median	0.46637517
Q3	0.65251361
95-th percentile	0.85353776
Maximum	0.95021811
Range	0.93396247
Interquartile range (IQR)	0.46376354

Descriptive statistics

Standard deviation	0.2637794
Coefficient of variation (CV)	0.60071121
Kurtosis	-1.1542262
Mean	0.43911183
Median Absolute Deviation (MAD)	0.26015226
Skewness	-0.042772343
Sum	1032.3519
Variance	0.069579572
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.120251487	51	2.2%
0.738542493	49	2.1%
0.026747259	47	2.0%
0.029014862	47	2.0%
0.466795262	46	2.0%
0.148845163	46	2.0%
0.193009632	45	1.9%
0.489513696	45	1.9%
0.491185049	45	1.9%
0.446853544	45	1.9%
Other values (55)	1885	80.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01625564	30	1.3%
0.022620966	34	1.4%
0.025010232	33	1.4%
0.026747259	47	2.0%
0.029014862	47	2.0%
0.064761526	32	1.4%
0.079864729	39	1.7%
0.102060298	34	1.4%
0.102180326	36	1.5%
0.11102957	34	1.4%

Value	Count	Frequency (%)
0.95021811	34	1.4%
0.865091928	34	1.4%
0.856809908	30	1.3%
0.853537761	29	1.2%
0.853456324	34	1.4%
0.798970064	30	1.3%
0.796922174	33	1.4%
0.795468823	38	1.6%
0.775665798	34	1.4%
0.764430315	36	1.5%

LDL Cholesterol
Real number (ℝ)

Distinct	65
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.42177713

Minimum	0.033037314
Maximum	0.98382648
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.5 KiB

Quantile statistics

Minimum	0.033037314
5-th percentile	0.042318409
Q1	0.21775697
median	0.41307112
Q3	0.60475272
95-th percentile	0.94430257
Maximum	0.98382648
Range	0.95078916
Interquartile range (IQR)	0.38699575

Descriptive statistics

Standard deviation	0.25212367
Coefficient of variation (CV)	0.59776515
Kurtosis	-0.70105729
Mean	0.42177713
Median Absolute Deviation (MAD)	0.1916816
Skewness	0.23686915
Sum	991.59804
Variance	0.063566347
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.042318409	51	2.2%
0.075263134	49	2.1%
0.587579278	47	2.0%
0.94430257	47	2.0%
0.387332059	46	2.0%
0.487346881	46	2.0%
0.413071117	45	1.9%
0.102679105	45	1.9%
0.701914342	45	1.9%
0.729376451	45	1.9%
Other values (55)	1885	80.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.033037314	33	1.4%
0.040136578	30	1.3%
0.041583198	35	1.5%
0.042318409	51	2.2%
0.043880281	34	1.4%
0.044196018	35	1.5%
0.061317291	34	1.4%
0.075263134	49	2.1%
0.095871388	33	1.4%
0.102679105	45	1.9%

Value	Count	Frequency (%)
0.983826476	36	1.5%
0.977656436	38	1.6%
0.94430257	47	2.0%
0.798043461	38	1.6%
0.756329598	40	1.7%
0.747632004	39	1.7%
0.729376451	45	1.9%
0.713441317	25	1.1%
0.701914342	45	1.9%
0.701782411	36	1.5%

HDL Cholesterol
Real number (ℝ)

Distinct	65
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.54607884

Minimum	0.039505311
Maximum	0.98941129
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.5 KiB

Quantile statistics

Minimum	0.039505311
5-th percentile	0.12536889
Q1	0.3071319
median	0.51294056
Q3	0.77937823
95-th percentile	0.95254851
Maximum	0.98941129
Range	0.94990598
Interquartile range (IQR)	0.47224633

Descriptive statistics

Standard deviation	0.26951053
Coefficient of variation (CV)	0.49353777
Kurtosis	-1.282764
Mean	0.54607884
Median Absolute Deviation (MAD)	0.24253844
Skewness	-0.034211442
Sum	1283.8314
Variance	0.072635926
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.738031216	51	2.2%
0.250967627	49	2.1%
0.688190912	47	2.0%
0.852006843	47	2.0%
0.421763092	46	2.0%
0.329198206	46	2.0%
0.77937823	45	1.9%
0.861035042	45	1.9%
0.218104037	45	1.9%
0.615543077	45	1.9%
Other values (55)	1885	80.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.039505311	33	1.4%
0.045054995	34	1.4%
0.106960917	30	1.3%
0.125368889	32	1.4%
0.15008919	29	1.2%
0.200322665	38	1.6%
0.218104037	45	1.9%
0.221105722	38	1.6%
0.221573589	39	1.7%
0.222686746	31	1.3%

Value	Count	Frequency (%)
0.989411294	39	1.7%
0.97722706	39	1.7%
0.970482002	32	1.4%
0.95254851	38	1.6%
0.922278071	25	1.1%
0.916382399	40	1.7%
0.895491695	34	1.4%
0.873681207	34	1.4%
0.861035042	45	1.9%
0.85835179	33	1.4%

ALT
Real number (ℝ)

Distinct	65
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.43497204

Minimum	0.007186305
Maximum	0.94254879
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.5 KiB

Quantile statistics

Minimum	0.007186305
5-th percentile	0.064187347
Q1	0.21107792
median	0.37323466
Q3	0.71031859
95-th percentile	0.79715777
Maximum	0.94254879
Range	0.93536249
Interquartile range (IQR)	0.49924067

Descriptive statistics

Standard deviation	0.26738841
Coefficient of variation (CV)	0.6147255
Kurtosis	-1.3838529
Mean	0.43497204
Median Absolute Deviation (MAD)	0.24545489
Skewness	0.099714656
Sum	1022.6193
Variance	0.07149656
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.538057124	51	2.2%
0.066292341	49	2.1%
0.127779767	47	2.0%
0.36300097	47	2.0%
0.007186305	46	2.0%
0.155281899	46	2.0%
0.7779826	45	1.9%
0.609068356	45	1.9%
0.790341214	45	1.9%
0.794734908	45	1.9%
Other values (55)	1885	80.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.007186305	46	2.0%
0.015280079	39	1.7%
0.029745076	23	1.0%
0.064187347	32	1.4%
0.066292341	49	2.1%
0.087708147	39	1.7%
0.090484402	40	1.7%
0.101244628	45	1.9%
0.125286815	38	1.6%
0.127779767	47	2.0%

Value	Count	Frequency (%)
0.94254879	30	1.3%
0.856191992	34	1.4%
0.829809537	29	1.2%
0.797157768	38	1.6%
0.794734908	45	1.9%
0.790341214	45	1.9%
0.786579494	31	1.3%
0.7779826	45	1.9%
0.77246119	31	1.3%
0.771415953	32	1.4%

AST
Real number (ℝ)

Distinct	65
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.45213847

Minimum	0.013012546
Maximum	0.99445995
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.5 KiB

Quantile statistics

Minimum	0.013012546
5-th percentile	0.070973745
Q1	0.23965907
median	0.48631743
Q3	0.61618101
95-th percentile	0.84937941
Maximum	0.99445995
Range	0.98144741
Interquartile range (IQR)	0.37652194

Descriptive statistics

Standard deviation	0.24207486
Coefficient of variation (CV)	0.53539982
Kurtosis	-0.83991104
Mean	0.45213847
Median Absolute Deviation (MAD)	0.16833376
Skewness	-0.031246679
Sum	1062.9775
Variance	0.058600236
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.63494718	51	2.2%
0.71042749	49	2.1%
0.616181006	47	2.0%
0.805746235	47	2.0%
0.506918161	46	2.0%
0.239659066	46	2.0%
0.24927653	45	1.9%
0.67741541	45	1.9%
0.570901661	45	1.9%
0.233889809	45	1.9%
Other values (55)	1885	80.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.013012546	38	1.6%
0.024871845	26	1.1%
0.043020882	36	1.5%
0.070973745	36	1.5%
0.076343363	33	1.4%
0.080493647	32	1.4%
0.083671864	32	1.4%
0.0995381	35	1.5%
0.119993775	31	1.3%
0.152275617	33	1.4%

Value	Count	Frequency (%)
0.994459952	38	1.6%
0.900876684	35	1.5%
0.885812298	23	1.0%
0.849379414	34	1.4%
0.805746235	47	2.0%
0.768933875	38	1.6%
0.767706613	30	1.3%
0.734107062	40	1.7%
0.714631649	39	1.7%
0.71042749	49	2.1%

Heart Rate
Real number (ℝ)

Distinct	65
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.58225514

Minimum	0.11455035
Maximum	0.99687281
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.5 KiB

Quantile statistics

Minimum	0.11455035
5-th percentile	0.20709751
Q1	0.3391247
median	0.61086034
Q3	0.80066578
95-th percentile	0.97919154
Maximum	0.99687281
Range	0.88232246
Interquartile range (IQR)	0.46154108

Descriptive statistics

Standard deviation	0.2509154
Coefficient of variation (CV)	0.4309372
Kurtosis	-1.1761841
Mean	0.58225514
Median Absolute Deviation (MAD)	0.23055149
Skewness	-0.0012431251
Sum	1368.8818
Variance	0.062958537
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.918468082	51	2.2%
0.893396796	49	2.1%
0.636628551	47	2.0%
0.153940386	47	2.0%
0.431703605	46	2.0%
0.403890293	46	2.0%
0.244140813	45	1.9%
0.979191544	45	1.9%
0.339124698	45	1.9%
0.612187796	45	1.9%
Other values (55)	1885	80.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.114550348	32	1.4%
0.139593123	29	1.2%
0.153940386	47	2.0%
0.207097506	34	1.4%
0.22575553	30	1.3%
0.244140813	45	1.9%
0.262752951	34	1.4%
0.269826631	34	1.4%
0.295501687	37	1.6%
0.298837283	39	1.7%

Value	Count	Frequency (%)
0.996872806	33	1.4%
0.985786316	32	1.4%
0.982893113	35	1.5%
0.979191544	45	1.9%
0.939484854	32	1.4%
0.932906682	36	1.5%
0.928160862	25	1.1%
0.918468082	51	2.2%
0.898208807	38	1.6%
0.894273391	31	1.3%

Creatinine
Real number (ℝ)

Distinct	65
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.42507456

Minimum	0.021239415
Maximum	0.92592426
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.5 KiB

Quantile statistics

Minimum	0.021239415
5-th percentile	0.095511528
Q1	0.21302641
median	0.41729472
Q3	0.60671879
95-th percentile	0.79809011
Maximum	0.92592426
Range	0.90468485
Interquartile range (IQR)	0.39369238

Descriptive statistics

Standard deviation	0.22929821
Coefficient of variation (CV)	0.53943057
Kurtosis	-0.97077999
Mean	0.42507456
Median Absolute Deviation (MAD)	0.20273446
Skewness	0.18304737
Sum	999.35028
Variance	0.052577669
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.510068069	51	2.2%
0.704436788	49	2.1%
0.308070217	47	2.0%
0.179070713	47	2.0%
0.417294725	46	2.0%
0.22414212	46	2.0%
0.47886754	45	1.9%
0.554960458	45	1.9%
0.310964098	45	1.9%
0.407890501	45	1.9%
Other values (55)	1885	80.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.021239415	36	1.5%
0.076332503	25	1.1%
0.095323108	32	1.4%
0.095511528	32	1.4%
0.095770868	23	1.0%
0.12480618	33	1.4%
0.126546654	41	1.7%
0.128124152	31	1.3%
0.132225836	23	1.0%
0.138021693	34	1.4%

Value	Count	Frequency (%)
0.925924262	32	1.4%
0.882164154	33	1.4%
0.799552264	33	1.4%
0.798090111	30	1.3%
0.795060793	29	1.2%
0.774219376	33	1.4%
0.755205364	39	1.7%
0.750727086	34	1.4%
0.737240569	39	1.7%
0.718824213	39	1.7%

Troponin
Real number (ℝ)

Distinct	65
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.45459715

Minimum	0.007490215
Maximum	0.97280277
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.5 KiB

Quantile statistics

Minimum	0.007490215
5-th percentile	0.017569806
Q1	0.28896063
median	0.4268626
Q3	0.68216374
95-th percentile	0.90562781
Maximum	0.97280277
Range	0.96531255
Interquartile range (IQR)	0.39320311

Descriptive statistics

Standard deviation	0.25118854
Coefficient of variation (CV)	0.55255194
Kurtosis	-0.82736309
Mean	0.45459715
Median Absolute Deviation (MAD)	0.18681791
Skewness	0.051306243
Sum	1068.7579
Variance	0.063095681
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.103066242	51	2.2%
0.590517395	49	2.1%
0.292787151	47	2.0%
0.411123912	47	2.0%
0.799074072	46	2.0%
0.538296845	46	2.0%
0.706732508	45	1.9%
0.472428011	45	1.9%
0.310900254	45	1.9%
0.426862602	45	1.9%
Other values (55)	1885	80.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.007490215	38	1.6%
0.008220479	32	1.4%
0.012286666	38	1.6%
0.017569806	31	1.3%
0.073240119	25	1.1%
0.088595635	30	1.3%
0.088610879	34	1.4%
0.103066242	51	2.2%
0.110734369	41	1.7%
0.134821763	36	1.5%

Value	Count	Frequency (%)
0.972802768	33	1.4%
0.933741185	34	1.4%
0.914946629	32	1.4%
0.905627807	34	1.4%
0.816982046	30	1.3%
0.799074072	46	2.0%
0.794008039	39	1.7%
0.772243654	29	1.2%
0.767154326	35	1.5%
0.751778117	25	1.1%

C-reactive Protein
Real number (ℝ)

Distinct	65
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.43030779

Minimum	0.004867322
Maximum	0.79790587
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.5 KiB

Quantile statistics

Minimum	0.004867322
5-th percentile	0.036799607
Q1	0.1961924
median	0.48160087
Q3	0.63142559
95-th percentile	0.76923007
Maximum	0.79790587
Range	0.79303855
Interquartile range (IQR)	0.43523318

Descriptive statistics

Standard deviation	0.24303378
Coefficient of variation (CV)	0.56479055
Kurtosis	-1.2743016
Mean	0.43030779
Median Absolute Deviation (MAD)	0.20277381
Skewness	-0.22789016
Sum	1011.6536
Variance	0.059065417
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.41703236	51	2.2%
0.728162945	49	2.1%
0.521284492	47	2.0%
0.477136714	47	2.0%
0.779207914	46	2.0%
0.642116922	46	2.0%
0.510183207	45	1.9%
0.621686816	45	1.9%
0.622402748	45	1.9%
0.532099797	45	1.9%
Other values (55)	1885	80.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.004867322	36	1.5%
0.00612067	23	1.0%
0.030796069	39	1.7%
0.036799607	34	1.4%
0.04248975	32	1.4%
0.0490148	36	1.5%
0.059388244	36	1.5%
0.084155114	25	1.1%
0.093951028	39	1.7%
0.094970321	39	1.7%

Value	Count	Frequency (%)
0.797905872	30	1.3%
0.779207914	46	2.0%
0.770657337	40	1.7%
0.769230075	32	1.4%
0.766426354	26	1.1%
0.754752585	33	1.4%
0.75418932	38	1.6%
0.751437768	31	1.3%
0.751157052	30	1.3%
0.728162945	49	2.1%

Disease
Categorical

Distinct	5
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	114.9 KiB

0	623
2	556
1	540
3	509
4	123

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	2351
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	1
3rd row	3
4th row	0
5th row	3

Common Values

Value	Count	Frequency (%)
0	623	26.5%
2	556	23.6%
1	540	23.0%
3	509	21.7%
4	123	5.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	623	26.5%
2	556	23.6%
1	540	23.0%
3	509	21.7%
4	123	5.2%

Most occurring characters

Value	Count	Frequency (%)
0	623	26.5%
2	556	23.6%
1	540	23.0%
3	509	21.7%
4	123	5.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2351	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	623	26.5%
2	556	23.6%
1	540	23.0%
3	509	21.7%
4	123	5.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	2351	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	623	26.5%
2	556	23.6%
1	540	23.0%
3	509	21.7%
4	123	5.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2351	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	623	26.5%
2	556	23.6%
1	540	23.0%
3	509	21.7%
4	123	5.2%

Auto

Heatmap
Table

	ALT	AST	BMI	C-reactive Protein	Cholesterol	Creatinine	Diastolic Blood Pressure	Disease	Glucose	HDL Cholesterol	HbA1c	Heart Rate	Hematocrit	Hemoglobin	Insulin	LDL Cholesterol	Mean Corpuscular Hemoglobin	Mean Corpuscular Hemoglobin Concentration	Mean Corpuscular Volume	Platelets	Red Blood Cells	Systolic Blood Pressure	Triglycerides	Troponin	White Blood Cells
ALT	1.000	-0.174	0.137	-0.114	0.080	0.061	0.021	0.415	-0.017	-0.038	0.044	-0.060	-0.036	0.029	0.259	0.125	-0.113	-0.252	0.025	-0.112	0.183	0.013	-0.039	-0.150	0.019
AST	-0.174	1.000	-0.271	-0.018	0.135	-0.023	0.014	0.405	-0.056	-0.157	0.028	-0.076	-0.151	-0.099	0.220	-0.117	0.065	0.050	0.014	0.061	-0.199	-0.161	-0.019	-0.069	0.148
BMI	0.137	-0.271	1.000	-0.023	-0.134	-0.240	0.307	0.428	0.385	-0.201	-0.022	0.003	0.194	-0.013	-0.121	0.165	0.005	-0.107	-0.104	0.050	0.034	0.033	-0.136	0.097	0.050
C-reactive Protein	-0.114	-0.018	-0.023	1.000	-0.217	0.055	0.084	0.344	0.267	-0.268	0.229	0.152	-0.080	-0.033	-0.126	0.033	0.061	0.045	-0.106	-0.026	-0.183	0.063	0.011	0.083	0.008
Cholesterol	0.080	0.135	-0.134	-0.217	1.000	-0.034	-0.030	0.382	0.172	0.172	0.029	-0.142	0.056	0.166	0.121	0.100	-0.291	0.174	-0.050	0.012	0.152	-0.163	0.174	-0.057	0.026
Creatinine	0.061	-0.023	-0.240	0.055	-0.034	1.000	0.150	0.401	-0.220	-0.014	0.223	0.040	-0.028	-0.075	0.126	0.006	-0.119	0.074	-0.009	0.011	-0.105	-0.061	-0.019	-0.020	0.083
Diastolic Blood Pressure	0.021	0.014	0.307	0.084	-0.030	0.150	1.000	0.394	0.085	-0.103	-0.051	-0.104	-0.089	0.130	0.214	0.140	0.076	-0.152	-0.015	0.091	-0.143	0.201	0.054	-0.175	-0.067
Disease	0.415	0.405	0.428	0.344	0.382	0.401	0.394	1.000	0.159	0.013	0.073	-0.094	0.248	0.213	-0.011	0.023	0.131	-0.007	-0.132	-0.177	0.338	-0.142	0.004	-0.011	0.390
Glucose	-0.017	-0.056	0.385	0.267	0.172	-0.220	0.085	0.159	1.000	-0.116	0.078	-0.019	0.171	0.101	0.076	0.096	-0.182	0.091	-0.067	0.084	-0.009	0.002	-0.173	0.229	0.044
HDL Cholesterol	-0.038	-0.157	-0.201	-0.268	0.172	-0.014	-0.103	0.013	-0.116	1.000	-0.169	0.088	0.051	-0.032	-0.115	-0.091	-0.022	-0.086	-0.111	-0.201	0.243	-0.155	0.093	-0.194	-0.051
HbA1c	0.044	0.028	-0.022	0.229	0.029	0.223	-0.051	0.073	0.078	-0.169	1.000	0.105	-0.052	0.055	-0.031	0.058	-0.142	0.140	-0.083	0.112	0.152	-0.016	-0.152	0.224	0.034
Heart Rate	-0.060	-0.076	0.003	0.152	-0.142	0.040	-0.104	-0.094	-0.019	0.088	0.105	1.000	-0.106	0.011	-0.242	-0.108	0.066	-0.085	-0.176	-0.063	0.031	0.057	0.132	-0.080	0.174
Hematocrit	-0.036	-0.151	0.194	-0.080	0.056	-0.028	-0.089	0.248	0.171	0.051	-0.052	-0.106	1.000	0.011	-0.075	-0.018	-0.133	0.001	0.030	-0.202	-0.078	0.005	-0.126	0.189	0.253
Hemoglobin	0.029	-0.099	-0.013	-0.033	0.166	-0.075	0.130	0.213	0.101	-0.032	0.055	0.011	0.011	1.000	-0.210	0.313	0.203	0.090	-0.104	0.122	0.033	0.223	0.190	-0.083	0.028
Insulin	0.259	0.220	-0.121	-0.126	0.121	0.126	0.214	-0.011	0.076	-0.115	-0.031	-0.242	-0.075	-0.210	1.000	0.005	-0.031	-0.102	0.199	-0.046	-0.210	0.002	0.052	0.060	-0.131
LDL Cholesterol	0.125	-0.117	0.165	0.033	0.100	0.006	0.140	0.023	0.096	-0.091	0.058	-0.108	-0.018	0.313	0.005	1.000	0.196	0.129	-0.208	-0.175	0.157	0.075	0.251	-0.218	-0.019
Mean Corpuscular Hemoglobin	-0.113	0.065	0.005	0.061	-0.291	-0.119	0.076	0.131	-0.182	-0.022	-0.142	0.066	-0.133	0.203	-0.031	0.196	1.000	-0.049	0.031	-0.090	-0.037	0.026	0.085	-0.233	0.015
Mean Corpuscular Hemoglobin Concentration	-0.252	0.050	-0.107	0.045	0.174	0.074	-0.152	-0.007	0.091	-0.086	0.140	-0.085	0.001	0.090	-0.102	0.129	-0.049	1.000	0.147	-0.004	-0.138	-0.099	0.126	0.143	-0.040
Mean Corpuscular Volume	0.025	0.014	-0.104	-0.106	-0.050	-0.009	-0.015	-0.132	-0.067	-0.111	-0.083	-0.176	0.030	-0.104	0.199	-0.208	0.031	0.147	1.000	0.109	-0.152	0.032	-0.100	0.120	0.010
Platelets	-0.112	0.061	0.050	-0.026	0.012	0.011	0.091	-0.177	0.084	-0.201	0.112	-0.063	-0.202	0.122	-0.046	-0.175	-0.090	-0.004	0.109	1.000	0.060	0.039	-0.197	-0.013	-0.078
Red Blood Cells	0.183	-0.199	0.034	-0.183	0.152	-0.105	-0.143	0.338	-0.009	0.243	0.152	0.031	-0.078	0.033	-0.210	0.157	-0.037	-0.138	-0.152	0.060	1.000	-0.025	0.089	-0.078	0.089
Systolic Blood Pressure	0.013	-0.161	0.033	0.063	-0.163	-0.061	0.201	-0.142	0.002	-0.155	-0.016	0.057	0.005	0.223	0.002	0.075	0.026	-0.099	0.032	0.039	-0.025	1.000	-0.102	-0.090	-0.009
Triglycerides	-0.039	-0.019	-0.136	0.011	0.174	-0.019	0.054	0.004	-0.173	0.093	-0.152	0.132	-0.126	0.190	0.052	0.251	0.085	0.126	-0.100	-0.197	0.089	-0.102	1.000	-0.013	0.093
Troponin	-0.150	-0.069	0.097	0.083	-0.057	-0.020	-0.175	-0.011	0.229	-0.194	0.224	-0.080	0.189	-0.083	0.060	-0.218	-0.233	0.143	0.120	-0.013	-0.078	-0.090	-0.013	1.000	-0.110
White Blood Cells	0.019	0.148	0.050	0.008	0.026	0.083	-0.067	0.390	0.044	-0.051	0.034	0.174	0.253	0.028	-0.131	-0.019	0.015	-0.040	0.010	-0.078	0.089	-0.009	0.093	-0.110	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	Glucose	Cholesterol	Hemoglobin	Platelets	White Blood Cells	Red Blood Cells	Hematocrit	Mean Corpuscular Volume	Mean Corpuscular Hemoglobin	Mean Corpuscular Hemoglobin Concentration	Insulin	BMI	Systolic Blood Pressure	Diastolic Blood Pressure	Triglycerides	HbA1c	LDL Cholesterol	HDL Cholesterol	ALT	AST	Heart Rate	Creatinine	Troponin	C-reactive Protein	Disease
0	0.739597	0.650198	0.713631	0.868491	0.687433	0.529895	0.290006	0.631045	0.001328	0.795829	0.034129	0.071774	0.185596	0.071455	0.653472	0.502665	0.215560	0.512941	0.064187	0.610827	0.939485	0.095512	0.465957	0.769230	2
1	0.121786	0.023058	0.944893	0.905372	0.507711	0.403033	0.164216	0.307553	0.207938	0.505562	0.571162	0.839271	0.580903	0.556037	0.477742	0.856810	0.652465	0.106961	0.942549	0.344261	0.666368	0.659060	0.816982	0.401166	1
2	0.452539	0.116135	0.544560	0.400640	0.294538	0.382021	0.625267	0.295122	0.868369	0.026808	0.582170	0.577423	0.045782	0.663642	0.088940	0.466795	0.387332	0.421763	0.007186	0.506918	0.431704	0.417295	0.799074	0.779208	3
3	0.136609	0.015605	0.419957	0.191487	0.081168	0.166214	0.073293	0.668719	0.125447	0.501051	0.620258	0.169059	0.139289	0.160496	0.406528	0.016256	0.040137	0.826721	0.265415	0.594148	0.225756	0.490349	0.637061	0.354094	0
4	0.176737	0.752220	0.971779	0.785286	0.443880	0.439851	0.894991	0.442159	0.257288	0.805987	0.184371	0.580175	0.118461	0.005579	0.414407	0.429431	0.146294	0.221574	0.015280	0.567115	0.841412	0.153350	0.794008	0.094970	3
5	0.898222	0.258706	0.933307	0.353082	0.373952	0.297138	0.900010	0.985488	0.679007	0.355774	0.460292	0.624374	0.664835	0.537559	0.766484	0.389461	0.529914	0.222687	0.772461	0.119994	0.894273	0.128124	0.379016	0.751438	1
6	0.353734	0.757757	0.755007	0.012594	0.227684	0.425117	0.387461	0.461418	0.305588	0.741120	0.654441	0.403920	0.143713	0.212859	0.393263	0.446854	0.729376	0.615543	0.794735	0.233890	0.612188	0.407891	0.426863	0.532100	4
7	0.399017	0.508254	0.777394	0.096310	0.925520	0.652505	0.684896	0.380656	0.248189	0.490245	0.151013	0.306056	0.722350	0.535940	0.391481	0.673188	0.033037	0.772045	0.253892	0.322486	0.659069	0.774219	0.714177	0.609177	4
8	0.722428	0.300282	0.487907	0.200865	0.402035	0.729285	0.851338	0.820546	0.106637	0.006947	0.797331	0.524159	0.747593	0.141501	0.128765	0.022621	0.061317	0.644191	0.715823	0.417170	0.639148	0.213026	0.549920	0.036800	3
9	0.399017	0.508254	0.777394	0.096310	0.925520	0.652505	0.684896	0.380656	0.248189	0.490245	0.151013	0.306056	0.722350	0.535940	0.391481	0.673188	0.033037	0.772045	0.253892	0.322486	0.659069	0.774219	0.714177	0.609177	4

	Glucose	Cholesterol	Hemoglobin	Platelets	White Blood Cells	Red Blood Cells	Hematocrit	Mean Corpuscular Volume	Mean Corpuscular Hemoglobin	Mean Corpuscular Hemoglobin Concentration	Insulin	BMI	Systolic Blood Pressure	Diastolic Blood Pressure	Triglycerides	HbA1c	LDL Cholesterol	HDL Cholesterol	ALT	AST	Heart Rate	Creatinine	Troponin	C-reactive Protein	Disease
2341	0.729868	0.905026	0.520473	0.306955	0.743164	0.667150	0.769573	0.183771	0.246542	0.161920	0.373664	0.877876	0.073897	0.700550	0.184604	0.188792	0.977656	0.341007	0.797158	0.994460	0.591303	0.425296	0.007490	0.196192	1
2342	0.298953	0.809215	0.781105	0.620757	0.910493	0.619904	0.953790	0.778876	0.267350	0.964606	0.224464	0.233581	0.644827	0.209146	0.195498	0.554384	0.747632	0.977227	0.169325	0.403087	0.693313	0.755205	0.489431	0.093951	1
2343	0.143772	0.089600	0.027259	0.171121	0.744950	0.452787	0.871778	0.995263	0.872038	0.311175	0.655545	0.358225	0.392288	0.111589	0.012693	0.133001	0.261072	0.200323	0.363050	0.558191	0.304237	0.306539	0.566289	0.754189	3
2344	0.357817	0.250056	0.466870	0.624206	0.618684	0.545752	0.245236	0.453052	0.162934	0.670361	0.277644	0.601662	0.179951	0.590693	0.064391	0.537799	0.411453	0.484999	0.235162	0.566215	0.403785	0.737241	0.388105	0.406190	2
2345	0.652122	0.478195	0.597916	0.425360	0.942047	1.000000	0.493428	0.328170	0.172450	0.693244	0.449399	0.443725	0.576397	0.441287	0.478313	0.731775	0.640133	0.398199	0.214581	0.620868	0.335346	0.459722	0.713162	0.332335	2
2346	0.012956	0.336925	0.451218	0.175006	0.734664	0.382770	0.656463	0.177502	0.808162	0.684499	0.883908	0.257120	0.102022	0.356098	0.928344	0.670665	0.311568	0.595083	0.155866	0.885812	0.636125	0.132226	0.716519	0.006121	1
2347	0.407101	0.124738	0.983306	0.663867	0.361113	0.663716	0.232516	0.341056	0.847441	0.309766	0.525230	0.558362	0.741009	0.678500	0.299213	0.491185	0.701914	0.218104	0.790341	0.570902	0.339125	0.310964	0.310900	0.622403	3
2348	0.344356	0.783918	0.582171	0.996841	0.065363	0.242885	0.658851	0.543017	0.290106	0.838722	0.788944	0.660676	0.597290	0.663382	0.572330	0.141738	0.155871	0.473638	0.250535	0.387197	0.344728	0.606719	0.395145	0.134021	0
2349	0.351722	0.014278	0.898615	0.167550	0.727148	0.046091	0.900434	0.136227	0.134361	0.279219	0.078163	0.411167	0.355545	0.114380	0.191626	0.570553	0.171245	0.858352	0.362012	0.290984	0.996873	0.882164	0.411158	0.146255	1
2350	0.032726	0.053596	0.102633	0.221356	0.153956	0.216573	0.312577	0.608940	0.486174	0.450700	0.288485	0.581466	0.710744	0.407323	0.060230	0.188750	0.331887	0.562622	0.680462	0.099538	0.982893	0.437285	0.288961	0.709262	0

Most frequently occurring

	Glucose	Cholesterol	Hemoglobin	Platelets	White Blood Cells	Red Blood Cells	Hematocrit	Mean Corpuscular Volume	Mean Corpuscular Hemoglobin	Mean Corpuscular Hemoglobin Concentration	Insulin	BMI	Systolic Blood Pressure	Diastolic Blood Pressure	Triglycerides	HbA1c	LDL Cholesterol	HDL Cholesterol	ALT	AST	Heart Rate	Creatinine	Troponin	C-reactive Protein	Disease	# duplicates
9	0.099702	0.499443	0.242045	0.599439	0.619331	0.110368	0.234204	0.658299	0.571700	0.364312	0.753178	0.233537	0.377238	0.581587	0.231094	0.120251	0.042318	0.738031	0.538057	0.634947	0.918468	0.510068	0.103066	0.417032	0	51
50	0.596150	0.294839	0.261010	0.617652	0.129569	0.245358	0.035437	0.287532	0.056466	0.800497	0.583976	0.032617	0.555190	0.678200	0.005217	0.738542	0.075263	0.250968	0.066292	0.710427	0.893397	0.704437	0.590517	0.728163	0	49
38	0.400326	0.195818	0.743529	0.133745	0.721064	0.197552	0.688592	0.821186	0.931951	0.428604	0.373887	0.559571	0.763388	0.755490	0.317857	0.026747	0.587579	0.688191	0.127780	0.616181	0.636629	0.308070	0.292787	0.521284	0	47
49	0.590548	0.838305	0.982231	0.312286	0.231827	0.232005	0.088997	0.564043	0.732186	0.971942	0.887781	0.021132	0.294552	0.226390	0.973679	0.029015	0.944303	0.852007	0.363001	0.805746	0.153940	0.179071	0.411124	0.477137	1	47
42	0.452539	0.116135	0.544560	0.400640	0.294538	0.382021	0.625267	0.295122	0.868369	0.026808	0.582170	0.577423	0.045782	0.663642	0.088940	0.466795	0.387332	0.421763	0.007186	0.506918	0.431704	0.417295	0.799074	0.779208	3	46
60	0.789111	0.607400	0.880838	0.945034	0.527381	0.298447	0.107257	0.508335	0.362620	0.737577	0.219111	0.595450	0.448049	0.683349	0.324001	0.148845	0.487347	0.329198	0.155282	0.239659	0.403890	0.224142	0.538297	0.642117	0	46
11	0.102006	0.061132	0.888312	0.994820	0.078491	0.981193	0.035297	0.849053	0.963235	0.938895	0.161485	0.019005	0.713454	0.027661	0.346466	0.642012	0.564277	0.293284	0.101245	0.409581	0.645013	0.344796	0.294671	0.587726	0	45
14	0.107165	0.603341	0.791215	0.178840	0.718674	0.825769	0.753657	0.396669	0.762667	0.732671	0.232877	0.119338	0.142591	0.474378	0.731369	0.489514	0.102679	0.861035	0.609068	0.677415	0.979192	0.554960	0.472428	0.621687	4	45
33	0.353734	0.757757	0.755007	0.012594	0.227684	0.425117	0.387461	0.461418	0.305588	0.741120	0.654441	0.403920	0.143713	0.212859	0.393263	0.446854	0.729376	0.615543	0.794735	0.233890	0.612188	0.407891	0.426863	0.532100	4	45
40	0.407101	0.124738	0.983306	0.663867	0.361113	0.663716	0.232516	0.341056	0.847441	0.309766	0.525230	0.558362	0.741009	0.678500	0.299213	0.491185	0.701914	0.218104	0.790341	0.570902	0.339125	0.310964	0.310900	0.622403	3	45

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring